Oil and gas insiders are betting big that the historic run-up in energy stocks isn't over.

Since energy stocks crested and retreated in early July, an unusually large number of directors, officers and large stakeholders have pumped money back into their own companies -- a sign, analysts say, that the boom is primed to resume.